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In this paper we propose a novel application of Gaussian processes (GPs) to financial asset allocation.
Portfolio selection
Harry Markowitz · 1952
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Monte carlo sampling methods using markov chains and their applications
W. K. Hastings · 1970
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Stochastic relaxation, gibbs distributions, and the bayesian restoration of images
Stuart Geman and Donald Geman · 1984
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Brownian Motion and Stochastic Calculus
Ioannis Karatzas and Steven Shreve · 1988
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Portfolio generating functions
Robert Fernholz · 1999
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Robert Fernholz · 2002
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Soumik Pal and Ting-Kam Leonard Wong · 2014
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Generalizations of functionally generated portfolios with applications to statistical arbitrage
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Alexander Vervuurt · 2015
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Alexander Vervuurt and Ioannis Karatzas · 2015
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